Data · dataset · 2026
Replication data for: LLM-based information retrieval for B2B matchmaking
Listed in REDU - Unicamp Institutional Research Data Repository
This repository contains the metadata and data used in the dissertation “LLM-based Information Retrieval for B2B Matchmaking”.
Description
The research was developed using “in the wild” data from a B2B matchmaking company focused on matching buyers with sellers in an Information Technology (IT) e-marketplace (MatchIT; with which the research was developed in partnership). The dataset used in the research contains the profiles, offerings and demands of these buyers and sellers.
Due to intellectual property considerations, however, this dataset could not be made available. Still, the source code of the matchmaking architecture that was developed is made available under a CC license (github.com/brunoRenzo6/LLM-based_IR_for_B2B_Matchmaking).
Links
Where it is published
- Dataverse dataset page redu.unicamp.br/dataset.xhtml?persistentId=doi%3A10.25824%2Fredu%2F0F3NC4 ↗
landing page · from redu unicamp br
- DOI doi.org/10.25824/redu/0f3nc4 ↗
DOI / persistent id · from redu unicamp br
Catalogue records · 1
- Dataverse API redu.unicamp.br/api/datasets/:persistentId/?persistentId=doi%3A10.25824%2Fredu… ↗
metadata API · from redu unicamp br
Topics
- Stated by source
- Business and Management · Computer and Information Science
- From keywords
- Computer Science & AI · Economics & Finance
- Inferred from text
- Data management and data science 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| REDU - Unicamp Institutional Research Data Repository | doi:10.25824/redu/0F3NC4 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:4605 | enrichment · redu unicamp br | taxonomy-embedding@1.1.0 | title+keywords+description (75%) |
| concepts[field].dataverse_subject:business-and-management | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].dataverse_subject:computer-and-information-science | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].local:field:computer-science-ai | mapping · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].local:field:economics-finance | mapping · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| created_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| description | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /description |
| publication_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| title | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /name |
| updated_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| version_label | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 |